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Case study

AI Strategy Assessment: Austrian SME

Comprehensive AI readiness assessment and implementation roadmap for a 50-person Austrian SME.

Strategy workshop
Impact

Clarity on AI priorities. Quick-win identified that paid back cost in 3 months.

The Challenge

A family-owned Austrian manufacturing business (50 employees) knew AI was important but didn't know where to start. They had heard conflicting advice and were concerned about cost, complexity, and disruption to their operations.

What We Did

We ran a 4-week AI Strategy Assessment: - Interviewed leadership, operations, sales, and finance teams - Mapped all key business processes and identified AI opportunity areas - Evaluated existing data, systems, and technical capabilities - Benchmarked against industry peers - Delivered a prioritized AI roadmap with 6 specific initiatives, effort/impact estimates, and a phased implementation plan

Outcomes

  • Client had clarity on exactly where to invest in AI first
  • Identified one quick-win automation project that paid back the assessment cost within 3 months
  • Built leadership confidence and AI literacy across the management team

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